Linking Gaussian process regression with data-driven manifold embeddings for nonlinear data fusion.

In statistical modelling with Gaussian process regression, it has been shown that combining (few) high-fidelity data with (many) low-fidelity data can enhance prediction accuracy, compared to predi...